LatentGNN: Learning Efficient Non-local Relations for Visual Recognition

28 May 2019

Papers citing "LatentGNN: Learning Efficient Non-local Relations for Visual Recognition"

45 / 45 papers shown

Title
SSLFusion: Scale & Space Aligned Latent Fusion Model for Multimodal 3D Object Detection Bonan Ding J. Xie Jing Nie Jiale Cao 24 0 0 07 Apr 2025
Single-Channel Distance-Based Source Separation for Mobile GPU in Outdoor and Indoor Environments Hanbin Bae Byungjun Kang Jiwon Kim Jaeyong Hwang Hosang Sung Hoon-Young Cho 3DV 28 0 0 06 Jan 2025
Multiresolution Feature Guidance Based Transformer for Anomaly Detection Shuting Yan Pingping Chen Honghui Chen Huan-hao Mao F. Chen Zhi-Long Lin ViT 23 4 0 24 May 2023
Making Vision Transformers Efficient from A Token Sparsification View Shuning Chang Pichao Wang Ming Lin Fan Wang David Junhao Zhang Rong Jin Mike Zheng Shou ViT 43 24 0 15 Mar 2023
Sample-efficient Surrogate Model for Frequency Response of Linear PDEs using Self-Attentive Complex Polynomials A. Cohen W. Dou Jiang Zhu S. Koziel Péter Renner J. Mattsson Xiaomeng Yang Beidi Chen Kevin R. Stone Yuandong Tian 26 0 0 06 Jan 2023
Graph Neural Networks in Computer Vision -- Architectures, Datasets and Common Approaches Maciej Krzywda S. Lukasik Amir H. Gandomi GNN 26 10 0 20 Dec 2022
Framework-agnostic Semantically-aware Global Reasoning for Segmentation Mir Rayat Imtiaz Hossain Leonid Sigal James J. Little ViT 25 0 0 06 Dec 2022
Spatial Mixture-of-Experts Nikoli Dryden Torsten Hoefler MoE 24 9 0 24 Nov 2022
Towards Consistency and Complementarity: A Multiview Graph Information Bottleneck Approach Xiaolong Fan Maoguo Gong Yue Wu Mingyang Zhang Hao Li Xiangming Jiang 11 0 0 11 Oct 2022
Learning Semantic Correspondence with Sparse Annotations Shuaiyi Huang Luyu Yang Bo He Songyang Zhang Xuming He Abhinav Shrivastava 15 25 0 15 Aug 2022
Eliminating Gradient Conflict in Reference-based Line-Art Colorization Zekun Li Zhengyang Geng Zhao Kang Wenyu Chen Yibo Yang 21 35 0 13 Jul 2022
TubeFormer-DeepLab: Video Mask Transformer Dahun Kim Jun Xie Huiyu Wang Siyuan Qiao Qihang Yu Hong-Seok Kim Hartwig Adam In So Kweon Liang-Chieh Chen ViT MedIm 86 40 0 30 May 2022
3D Medical Point Transformer: Introducing Convolution to Attention Networks for Medical Point Cloud Analysis Jianhui Yu Chaoyi Zhang Heng Wang Dingxin Zhang Yang Song Tiange Xiang Dongnan Liu Weidong (Tom) Cai ViT MedIm 19 32 0 09 Dec 2021
Attention Mechanisms in Computer Vision: A Survey Meng-Hao Guo Tianhan Xu Jiangjiang Liu Zheng-Ning Liu Peng-Tao Jiang Tai-Jiang Mu Song-Hai Zhang Ralph Robert Martin Ming-Ming Cheng Shimin Hu 19 1,633 0 15 Nov 2021
Is Attention Better Than Matrix Decomposition? Zhengyang Geng Meng-Hao Guo Hongxu Chen Xia Li Ke Wei Zhouchen Lin 54 137 0 09 Sep 2021
GroupFormer: Group Activity Recognition with Clustered Spatial-Temporal Transformer Shuaicheng Li Qianggang Cao Lingbo Liu Kunlin Yang Shinan Liu Jun Hou Shuai Yi ViT 34 103 0 28 Aug 2021
Discriminative Latent Semantic Graph for Video Captioning Yang Bai Junyan Wang Yang Long Bingzhang Hu Yang Song M. Pagnucco Yu Guan 46 31 0 08 Aug 2021
Bridging the Gap between Spatial and Spectral Domains: A Unified Framework for Graph Neural Networks Zhiqian Chen Fanglan Chen Lei Zhang Taoran Ji Kaiqun Fu Liang Zhao Feng Chen Lingfei Wu Charu C. Aggarwal Chang-Tien Lu 38 18 0 21 Jul 2021
Poly-NL: Linear Complexity Non-local Layers with Polynomials F. Babiloni Ioannis Marras Filippos Kokkinos Jiankang Deng Grigorios G. Chrysos S. Zafeiriou 31 6 0 06 Jul 2021
Transformed ROIs for Capturing Visual Transformations in Videos Abhinav Rai Fadime Sener Angela Yao ViT 17 3 0 06 Jun 2021
Cross-Modal Progressive Comprehension for Referring Segmentation Si Liu Tianrui Hui Shaofei Huang Yunchao Wei Bo-wen Li Guanbin Li EgoV VOS 28 123 0 15 May 2021
Learning Implicit Temporal Alignment for Few-shot Video Classification Songyang Zhang Jiale Zhou Xuming He AI4TS 27 43 0 11 May 2021
A^2-FPN: Attention Aggregation based Feature Pyramid Network for Instance Segmentation Miao Hu Yali Li Lu Fang Shengjin Wang 33 73 0 07 May 2021
Bipartite Graph Network with Adaptive Message Passing for Unbiased Scene Graph Generation Rongjie Li Songyang Zhang Bo Wan Xuming He 185 214 0 01 Apr 2021
Exploiting Edge-Oriented Reasoning for 3D Point-based Scene Graph Analysis C. Zhang Jianhui Yu Yang Song Weidong (Tom) Cai 3DPC 32 49 0 09 Mar 2021
End-to-End Object Detection with Fully Convolutional Network Jianfeng Wang Lin Song Zeming Li Hongbin Sun Jian-jun Sun N. Zheng ObjD 43 195 0 07 Dec 2020
Fine-Grained Dynamic Head for Object Detection Lin Song Yanwei Li Zhengkai Jiang Zeming Li Hongbin Sun Jian-jun Sun N. Zheng ObjD 19 41 0 07 Dec 2020
Rethinking Learnable Tree Filter for Generic Feature Transform Lin Song Yanwei Li Zhengkai Jiang Zeming Li Xiangyu Zhang Hongbin Sun Jian-jun Sun N. Zheng 13 17 0 07 Dec 2020
Pre-Trained Image Processing Transformer Hanting Chen Yunhe Wang Tianyu Guo Chang Xu Yiping Deng Zhenhua Liu Siwei Ma Chunjing Xu Chao Xu Wen Gao VLM ViT 37 1,636 0 01 Dec 2020
Referring Image Segmentation via Cross-Modal Progressive Comprehension Shaofei Huang Tianrui Hui Si Liu Guanbin Li Yunchao Wei Jizhong Han Luoqi Liu Bo-wen Li EgoV 29 176 0 01 Oct 2020
Discovering Dynamic Salient Regions for Spatio-Temporal Graph Neural Networks Iulia Duta Andrei Liviu Nicolicioiu Marius Leordeanu 24 6 0 17 Sep 2020
GINet: Graph Interaction Network for Scene Parsing Tianyi Wu Yu Lu Yu Zhu Chuang Zhang Ming Wu Zhanyu Ma G. Guo GNN 21 36 0 14 Sep 2020
Data-assisted combustion simulations with dynamic submodel assignment using random forests Wai Tong Chung A. Mishra N. Perakis M. Ihme 11 43 0 08 Sep 2020
Multi-Attention-Network for Semantic Segmentation of Fine Resolution Remote Sensing Images Rui Li Shunyi Zheng Chenxi Duan Ce Zhang Jianlin Su P. M. Atkinson SSeg 22 369 0 03 Sep 2020
Visual Concept Reasoning Networks Taesup Kim Sungwoong Kim Yoshua Bengio 28 7 0 26 Aug 2020
Affinity-aware Compression and Expansion Network for Human Parsing Xinyan Zhang Yunfeng Wang Pengfei Xiong 24 0 0 24 Aug 2020
Representative Graph Neural Network Changqian Yu Yifan Liu Changxin Gao Chunhua Shen Nong Sang GNN 17 41 0 12 Aug 2020
Tensor Low-Rank Reconstruction for Semantic Segmentation Wanli Chen Xinge Zhu Ruoqi Sun Junjun He Ruiyu Li Xiaoyong Shen Bei Yu ViT 11 56 0 02 Aug 2020
Cascaded Non-local Neural Network for Point Cloud Semantic Segmentation Mingmei Cheng Le Hui Jin Xie Jian Yang Hui Kong 3DPC 16 21 0 30 Jul 2020
Commonality-Parsing Network across Shape and Appearance for Partially Supervised Instance Segmentation Qi Fan Lei Ke Wenjie Pei Chi-Keung Tang Yu-Wing Tai ISeg 18 31 0 24 Jul 2020
Visual Transformers: Token-based Image Representation and Processing for Computer Vision Bichen Wu Chenfeng Xu Xiaoliang Dai Alvin Wan Peizhao Zhang Zhicheng Yan M. Tomizuka Joseph E. Gonzalez Kurt Keutzer Peter Vajda ViT 30 545 0 05 Jun 2020
Learning Context-aware Task Reasoning for Efficient Meta-reinforcement Learning Haozhe Jasper Wang Jiale Zhou Xuming He OffRL LRM 18 14 0 03 Mar 2020
Revisiting Spatial Invariance with Low-Rank Local Connectivity Gamaleldin F. Elsayed Prajit Ramachandran Jonathon Shlens Simon Kornblith 29 43 0 07 Feb 2020
Domain-invariant Stereo Matching Networks Feihu Zhang Xiaojuan Qi Ruigang Yang V. Prisacariu B. Wah Philip H. S. Torr OOD 11 167 0 29 Nov 2019
Efficient Attention: Attention with Linear Complexities Zhuoran Shen Mingyuan Zhang Haiyu Zhao Shuai Yi Hongsheng Li 26 507 0 04 Dec 2018